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Noah D. Goodman
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Probabilistic Models of Cognition

4.83  ·  Rating details ·  6 ratings  ·  2 reviews
In this book, we explore the probabilistic approach to cognitive science, which models learning and reasoning as inference in complex probabilistic models. In particular, we examine how a broad range of empirical phenomena in cognitive science (including intuitive physics, concept learning, causal reasoning, social cognition, and language understanding) can be modeled usin ...more
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Xiaoyan
Apr 17, 2022 rated it it was amazing  ·  review of another edition
A great introductory book for probabilistically programming and cognitive modeling :). Being able to play with the examples and try things out in WebPPL interactively really help a lot in enhancing the understanding of the object matter.
Ozzie Gooen
Dec 17, 2019 rated it it was amazing
I found the examples quite illuminating and useful. I really would like to see further extensions of this kind of work, but am not familiar with much more that's similar. ...more
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